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tomcdonald/README.md

Hi, I'm Tom and I'm a 3rd year PhD student in the Machine Learning Group @ The University of Manchester, focusing on probabilistic deep learning and physically inspired modeling.

I am currently working on developing probabilistic models based upon deep Gaussian processes and latent force models, if you'd like to chat about that or anything else, feel free to drop me an email at thomas.mcdonald-2@postgrad.manchester.ac.uk.

Connect with me:

tomcd_ tommcdonald955

Pinned

  1. np-dgp np-dgp Public

    PyTorch implementation of shallow and deep nonparametric convolutions for Gaussian processes

    Python 1

  2. Deep-LFM Deep-LFM Public

    Code for the NeurIPS 2021 paper "Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features"

    Python 6 2

  3. personal-website personal-website Public

    My personal website, built using Hugo.

    Jupyter Notebook 1

  4. SheffieldGolf/task-1 SheffieldGolf/task-1 Public

    System for Task 1 of the CheckThat! Lab @ CLEF 2020, the prediction of whether tweets are 'check-worthy'.

    Jupyter Notebook 2